Going with small and fast networks (1)

What in the world do they look like? Which one is better and Why? Why the authors design them like that? So, let's try to solve these doubts step by step. MobileNet v1 is smart enough to decompose the standard convolution operation into two separate operations: depth-wise (or channel-wise) convolution and point-wise convolution.